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The '''Krylov–Bogolyubov averaging method''' ('''Krylov–Bogolyubov method of averaging''') is a mathematical method for approximate analysis of oscillating processes in non-linear mechanics.<ref>[http://eom.springer.de/K/k055940.htm Krylov–Bogolyubov method of averaging] at Springer Encyclopaedia of Mathematics</ref> The method is based on the averaging principle when the exact differential equation of the motion is replaced by its averaged version. The method is named after [[Nikolay Mitrofanovich Krylov|Nikolay Krylov]] and [[Nikolay Bogoliubov]].


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Various averaging schemes for studying problems of celestial mechanics were used since works of [[Carl Friedrich Gauss|Gauss]], [[Pierre Fatou|Fatou]], Delone, [[George William Hill|Hill]]. The importance of the contribution of Krylov and Bogoliubov is that they developed a general averaging approach and proved that the solution of the averaged system approximates the exact dynamics.<ref>{{cite book |title=Methodes approchees de la mecanique non-lineaire dans leurs application a l'Aeetude de la perturbation des mouvements periodiques de divers phenomenes de resonance s'y rapportant|last=N. M. Krylov|authorlink=|coauthors=N. N. Bogolyubov|year=1935|publisher=Academie des Sciences d'Ukraine|location=Kiev|isbn=|pages=|language=French}}</ref><ref>{{cite book |title=Introduction to non-linear mechanics|last= N. M. Krylov|authorlink= |coauthors=N. N. Bogolyubov|year=1937|language=Russian |publisher=Izd-vo AN SSSR|location=Kiev|isbn=|pages=}}</ref><ref>{{cite book |title=Introduction to non-linear mechanics|last= N. M. Krylov|authorlink= |coauthors=N. N. Bogolyubov|year=1947 |publisher=Princeton Univ. Press|location=Princeton|isbn=9780691079851|pages=|language=English, partial translation from Russian}}</ref>
 
==Background==
Krylov-Bogoliubov averaging can be used to approximate oscillatory problems when a classical perturbation expansion fails. That is [[singular perturbation]] problems of oscillatory type, for example Einstein's correction to the [[Two-body problem in general relativity|perihelion precession of Mercury]].<ref name="Smith">{{cite book | last = Smith | first = Donald | title = Singular-Perturbation Theory | publisher = Cambridge University Press | location = Cambridge | year = 1985 | isbn = 0-521-30042-8 }}</ref>
 
==Derivation==
The method deals with differential equations in the form
 
:<math>
\frac{d^2u}{dt^2} + k^2 u = a + \varepsilon f\left(u,\frac{du}{dt}\right)
</math>
for a smooth function ''f'' along with appropriate initial conditions. The parameter ''ε'' is assumed to satisfy
 
:<math>
0 < \varepsilon \ll k.
</math>
If ''ε''&nbsp;=&nbsp;0 then the equation becomes that of the simple harmonic oscillator with constant forcing, and the general solution is
 
:<math>
u(t) = \frac{a}{k^2} + A \sin (kt + B),
</math>
where ''A'' and ''B'' are chosen to match the initial conditions. The solution to the perturbed equation (when ''ε''&nbsp;≠&nbsp;0) is assumed to take the same
form, but now ''A'' and ''B'' are allowed to vary with ''t'' (and&nbsp;''ε''). If it is also assumed that
:<math>
\frac{du}{dt} = kA(t) \cos (kt + B(t)),
</math>
then it can be shown that ''A'' and ''B'' satisfy the differential equation:<ref name="Smith" />
:<math>
\frac{d}{dt} \begin{bmatrix} A \\ B \end{bmatrix}  = \frac{\varepsilon}{k} f\left( \frac{a}{k^2} + A \sin (\phi), kA \cos (\phi)\right) \begin{bmatrix} \cos(\phi)  \\ - \frac{1}{A} \sin(\phi)  \end{bmatrix},
</math>
where <math> \phi = kt + B </math>. Note that this equation is still exact — no approximation has been made as yet. The method of Krylov and Bogolyubov is to note that the functions A and B vary slowly
with time (in proportion to ε), so their dependence on &phi; can be (approximately) removed by averaging on the right hand side of the previous equation:
:<math>
\frac{d}{dt} \begin{bmatrix} A_0 \\ B_0 \end{bmatrix}  = \frac{\varepsilon}{2\pi k} \int_0^{2 \pi} f( \frac{a}{k^2} + A \sin (\theta), kA \cos (\theta)) \begin{bmatrix} \cos(\theta) \\ - \frac{1}{A_0} \sin(\theta) \end{bmatrix} d\theta,
</math>
where <math>A_0</math> and <math>B_0</math> are held fixed during the integration. After solving this (possibly) simpler set of differential equations, the Krylov–Bogolyubov averaged approximation for the original function is then given by
:<math>
u_0(t,\varepsilon) := \frac{a}{k^2} + A_0(t,\varepsilon) \sin (kt + B_0(t,\varepsilon)).
</math>
This approximation has been shown to satisfy <ref>{{cite book | last = Bogolubov | first = N. | title = Asymptotic Methods in the Theory of Non-Linear Oscillations | publisher = Gordon & Breach | location = Paris | year = 1961 | isbn = 978-0-677-20050-7 }}</ref>
:<math>
\left| u(t,\varepsilon) - u_0(t,\varepsilon) \right| \le C_1 \varepsilon,
</math>
where t satisfies
:<math>
0 \le t \le \frac{C_2}{\varepsilon}
</math>
for some constants <math>C_1</math> and <math>C_2</math>, independent of ε.
 
==References==
{{reflist}}
 
{{DEFAULTSORT:Krylov-Bogoliubov averaging method}}
[[Category:Dynamical systems]]

Revision as of 05:31, 1 November 2013

The Krylov–Bogolyubov averaging method (Krylov–Bogolyubov method of averaging) is a mathematical method for approximate analysis of oscillating processes in non-linear mechanics.[1] The method is based on the averaging principle when the exact differential equation of the motion is replaced by its averaged version. The method is named after Nikolay Krylov and Nikolay Bogoliubov.

Various averaging schemes for studying problems of celestial mechanics were used since works of Gauss, Fatou, Delone, Hill. The importance of the contribution of Krylov and Bogoliubov is that they developed a general averaging approach and proved that the solution of the averaged system approximates the exact dynamics.[2][3][4]

Background

Krylov-Bogoliubov averaging can be used to approximate oscillatory problems when a classical perturbation expansion fails. That is singular perturbation problems of oscillatory type, for example Einstein's correction to the perihelion precession of Mercury.[5]

Derivation

The method deals with differential equations in the form

d2udt2+k2u=a+εf(u,dudt)

for a smooth function f along with appropriate initial conditions. The parameter ε is assumed to satisfy

0<εk.

If ε = 0 then the equation becomes that of the simple harmonic oscillator with constant forcing, and the general solution is

u(t)=ak2+Asin(kt+B),

where A and B are chosen to match the initial conditions. The solution to the perturbed equation (when ε ≠ 0) is assumed to take the same form, but now A and B are allowed to vary with t (and ε). If it is also assumed that

dudt=kA(t)cos(kt+B(t)),

then it can be shown that A and B satisfy the differential equation:[5]

ddt[AB]=εkf(ak2+Asin(ϕ),kAcos(ϕ))[cos(ϕ)1Asin(ϕ)],

where ϕ=kt+B. Note that this equation is still exact — no approximation has been made as yet. The method of Krylov and Bogolyubov is to note that the functions A and B vary slowly with time (in proportion to ε), so their dependence on φ can be (approximately) removed by averaging on the right hand side of the previous equation:

ddt[A0B0]=ε2πk02πf(ak2+Asin(θ),kAcos(θ))[cos(θ)1A0sin(θ)]dθ,

where A0 and B0 are held fixed during the integration. After solving this (possibly) simpler set of differential equations, the Krylov–Bogolyubov averaged approximation for the original function is then given by

u0(t,ε):=ak2+A0(t,ε)sin(kt+B0(t,ε)).

This approximation has been shown to satisfy [6]

|u(t,ε)u0(t,ε)|C1ε,

where t satisfies

0tC2ε

for some constants C1 and C2, independent of ε.

References

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  1. Krylov–Bogolyubov method of averaging at Springer Encyclopaedia of Mathematics
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  5. 5.0 5.1 20 year-old Real Estate Agent Rusty from Saint-Paul, has hobbies and interests which includes monopoly, property developers in singapore and poker. Will soon undertake a contiki trip that may include going to the Lower Valley of the Omo.

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